feat(ai-sdk): ePrivacy/cookie topic — §25 TDDDG co-primary for cookie questions
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The TDDDG (ex-TTDSG) pilot revealed §25 TDDDG (terminal-equipment / cookie consent) ranked #3 on a cookie query — the subsidiarity rule demoted it as DE law subsidiary to the DSGVO, but TDDDG is lex specialis (ePrivacy) for cookies. Topic-based fix (NOT blanket TDDDG > DSGVO): - cookie/ePrivacy topic (cookie/endeinrichtung/endgeraet/tracking -> §25 TDDDG) so it is co-primary (topic-matched -> topicGain, no subsidiarity demote). - TDDDG/TTDSG added to the data_protection domain (chunkDomain recognition). - cookie-specific keywords (NOT bare 'Einwilligung') so a general consent question still resolves to Art. 7 DSGVO. Acceptance on the DSGVO+BDSG+TDDDG build: cookie -> §25 TDDDG top-1; Rechtsgrundlage -> DSGVO; DSB -> Art.37+§38 BDSG (not TDDDG); degraded=0, must_not=0. go build/vet/test green; 2 new table tests. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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@@ -110,9 +110,10 @@ type domainDef struct {
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// Deterministic order (slice, not map) — important for stable classification + tests.
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// Deterministic order (slice, not map) — important for stable classification + tests.
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var domains = []domainDef{
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var domains = []domainDef{
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{"data_protection",
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{"data_protection",
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[]string{"DSGVO", "GDPR", "BDSG", "EDPB", "DSK", "BfDI", "BayLfD", "DPF"},
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[]string{"DSGVO", "GDPR", "BDSG", "TDDDG", "TTDSG", "EDPB", "DSK", "BfDI", "BayLfD", "DPF"},
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[]string{"personenbezogen", "betroffene", "datenschutz", "datenschutzbeauftrag", "dsb",
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[]string{"personenbezogen", "betroffene", "datenschutz", "datenschutzbeauftrag", "dsb",
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"datenpanne", "auskunft", "loesch", "lösch", "einwilligung", "besondere kategorien", "auftragsverarbeit"}},
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"datenpanne", "auskunft", "loesch", "lösch", "einwilligung", "besondere kategorien", "auftragsverarbeit",
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"cookie", "endeinrichtung", "endgerät", "endgeraet", "tracking"}},
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{"cyber",
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{"cyber",
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[]string{"CRA", "NIS2", "NIS-2", "ENISA", "DORA", "EUCC"},
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[]string{"CRA", "NIS2", "NIS-2", "ENISA", "DORA", "EUCC"},
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[]string{"security update", "sicherheitsupdate", "sicherheitsaktualisierung", "schwachstelle", "sbom",
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[]string{"security update", "sicherheitsupdate", "sicherheitsaktualisierung", "schwachstelle", "sbom",
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@@ -200,6 +201,11 @@ var topics = []topicDef{
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{[]string{"bussgeld", "geldbusse"}, []string{"Art. 83"}},
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{[]string{"bussgeld", "geldbusse"}, []string{"Art. 83"}},
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{[]string{"security update", "sicherheitsupdate", "schwachstelle", "sbom", "cybersicherheitsanforderung"}, []string{"CRA Anhang I"}},
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{[]string{"security update", "sicherheitsupdate", "schwachstelle", "sbom", "cybersicherheitsanforderung"}, []string{"CRA Anhang I"}},
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{[]string{"meldepflicht", "sicherheitsvorfall"}, []string{"Art. 14 CRA"}},
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{[]string{"meldepflicht", "sicherheitsvorfall"}, []string{"Art. 14 CRA"}},
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// ePrivacy / cookies: § 25 TDDDG (ex-TTDSG) is lex specialis for terminal-equipment access /
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// cookie consent. Co-primary on a cookie/tracking query, so the subsidiarity rule does NOT
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// demote it like general-DP DE law subsidiary to the DSGVO. Keywords are cookie-specific
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// (NOT bare "Einwilligung") so a general consent question still resolves to Art. 7 DSGVO.
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{[]string{"cookie", "endeinrichtung", "endgerät", "endgeraet", "tracking", "speicherung von informationen", "zugriff auf informationen"}, []string{"§ 25 TDDDG"}},
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}
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}
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// resultMatchesTopic reports whether the result is a preferred norm of a topic the query hits.
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// resultMatchesTopic reports whether the result is a preferred norm of a topic the query hits.
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@@ -123,6 +123,28 @@ func TestRerankByAuthority_Acceptance(t *testing.T) {
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}
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}
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})
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})
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t.Run("ePrivacy: a cookie query lifts §25 TDDDG above DSGVO consent (lex specialis topic)", func(t *testing.T) {
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in := []LegalSearchResult{
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bindingRes("Art. 7 DSGVO", "DSGVO", "EU", 0.70), // higher semantic
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bindingRes("§ 25 TDDDG", "TDDDG", "DE", 0.66),
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}
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out := rerankByAuthority("Wann ist eine Einwilligung fuer das Speichern von Cookies auf Endgeraeten erforderlich?", in)
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if out[0].RegulationShort != "TDDDG" {
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t.Fatalf("§25 TDDDG must win a cookie question (lex specialis topic), got %q", out[0].ArticleLabel)
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}
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})
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t.Run("a general consent question still resolves to DSGVO, not §25 TDDDG", func(t *testing.T) {
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in := []LegalSearchResult{
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bindingRes("§ 25 TDDDG", "TDDDG", "DE", 0.70), // higher semantic but no cookie topic
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bindingRes("Art. 7 DSGVO", "DSGVO", "EU", 0.66),
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}
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out := rerankByAuthority("Welche Anforderungen gelten an eine wirksame Einwilligung?", in)
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if out[0].RegulationShort != "DSGVO" {
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t.Fatalf("a general consent question must resolve to DSGVO (TDDDG demoted), got %q", out[0].ArticleLabel)
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}
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})
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t.Run("co-primary dp_01: BDSG §38 stays top on a DSB question (national special rule)", func(t *testing.T) {
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t.Run("co-primary dp_01: BDSG §38 stays top on a DSB question (national special rule)", func(t *testing.T) {
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in := []LegalSearchResult{
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in := []LegalSearchResult{
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bindingRes("§ 38 BDSG", "BDSG", "DE", 0.66),
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bindingRes("§ 38 BDSG", "BDSG", "DE", 0.66),
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